Titration-WB: A methodology for accurate quantitative protein determination overcoming reproducibility errors

A Alice Maestri E Ewa Ehrenborg O Olivera Werngren M Maria Olin C Carolina E. Hagberg M Matteo Pedrelli P Paolo Parini

Abstract

Western blotting (WB) is a cornerstone technique for protein detection and quantification in molecular biology. However, its semi-quantitative nature, reliance on housekeeping protein normalization, and susceptibility to technical variability often undermine data accuracy and reproducibility. To address these limitations, we introduce titration-based Western blotting (t-WB), as innovative quantitative approach that uses serial dilutions of protein samples to generate regression curves for precise protein quantification. The method mitigates common errors, including loading inaccuracies and signal saturation, by leveraging the R² value as a quality control metric and calculating the regression line. Its slope is then used as a measure of protein concentration, expressed as signal intensity/total protein loaded. The advantage of t-WB is the removal of housekeeping protein normalization, eliminating thus the bias created by experimental conditions that may alter housekeeping protein levels. t-WB was validated across diverse setups, demonstrating its robustness in minimizing inter-experiment variability and improving accuracy by normalizing to a single internal control. By standardizing workflows, t-WB ensures reproducibility, uncovers subtle biological changes, and resolves biases inherent to classical WB protocols.

Article Details

Journal PLoS ONE
Volume / Issue Vol. 20, Issue 6
Published June 12, 2025
Pages e0325052
ISSN 1932-6203
Publisher Public Library of Science

Journal Info

PLoS ONE

Public Library of Science

ISSN: 1932-6203 Open Access Health Sciences

Authors (7)

A

Alice Maestri

E

Ewa Ehrenborg

O

Olivera Werngren

M

Maria Olin

C

Carolina E. Hagberg

M

Matteo Pedrelli

P

Paolo Parini